Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 56 |
| Missing cells | 162 |
| Missing cells (%) | 9.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.9 KiB |
| Average record size in memory | 235.4 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 3 |
| Numeric | 26 |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
Stress is highly correlated with PreviousNightMood | High correlation |
PreviousNightMood is highly correlated with Stress | High correlation |
GeoLatitude is highly correlated with GeoLongitude and 1 other fields | High correlation |
GeoLongitude is highly correlated with GeoLatitude and 1 other fields | High correlation |
AtHome is highly correlated with GeoLatitude and 1 other fields | High correlation |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
Stress is highly correlated with PreviousNightMood | High correlation |
PreviousNightMood is highly correlated with Stress | High correlation |
GeoLatitude is highly correlated with GeoLongitude | High correlation |
GeoLongitude is highly correlated with GeoLatitude | High correlation |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
GeoLatitude is highly correlated with GeoLongitude and 1 other fields | High correlation |
GeoLongitude is highly correlated with GeoLatitude and 1 other fields | High correlation |
AtHome is highly correlated with GeoLatitude and 1 other fields | High correlation |
Mood is highly correlated with Mood_bin | High correlation |
Mood_bin is highly correlated with Mood | High correlation |
Date is highly correlated with Mood and 28 other fields | High correlation |
Mood is highly correlated with Date and 5 other fields | High correlation |
Mood_num is highly correlated with Date and 5 other fields | High correlation |
Mood_bin is highly correlated with Date and 4 other fields | High correlation |
Mood_bin_num is highly correlated with Date and 4 other fields | High correlation |
Time is highly correlated with Date and 4 other fields | High correlation |
Day is highly correlated with Date and 2 other fields | High correlation |
Entertainment is highly correlated with Date and 1 other fields | High correlation |
Exercise is highly correlated with Date and 1 other fields | High correlation |
Family is highly correlated with Date and 1 other fields | High correlation |
Food is highly correlated with Date | High correlation |
Friends is highly correlated with Date and 4 other fields | High correlation |
Hobby is highly correlated with Date and 2 other fields | High correlation |
Love is highly correlated with Date | High correlation |
Music is highly correlated with Date and 2 other fields | High correlation |
NightOut is highly correlated with Date | High correlation |
Projects is highly correlated with Date | High correlation |
School is highly correlated with Date | High correlation |
SelfCare is highly correlated with Date and 1 other fields | High correlation |
Sleep is highly correlated with Date | High correlation |
CaffeineCups is highly correlated with Date | High correlation |
AlcoholDrinks is highly correlated with Date and 5 other fields | High correlation |
Stress is highly correlated with Date and 4 other fields | High correlation |
Sleepiness is highly correlated with Date and 3 other fields | High correlation |
PreviousNightMood is highly correlated with Date and 1 other fields | High correlation |
GeoLatitude is highly correlated with Date and 2 other fields | High correlation |
GeoLongitude is highly correlated with Date and 4 other fields | High correlation |
StressR7DM is highly correlated with Date and 3 other fields | High correlation |
SleepinessR7DM is highly correlated with Date and 2 other fields | High correlation |
AtHome is highly correlated with Date and 2 other fields | High correlation |
Mood has 3 (5.4%) missing values | Missing |
Mood_num has 3 (5.4%) missing values | Missing |
Mood_bin has 3 (5.4%) missing values | Missing |
Mood_bin_num has 3 (5.4%) missing values | Missing |
Time has 3 (5.4%) missing values | Missing |
Day has 3 (5.4%) missing values | Missing |
Entertainment has 3 (5.4%) missing values | Missing |
Exercise has 3 (5.4%) missing values | Missing |
Family has 3 (5.4%) missing values | Missing |
Food has 3 (5.4%) missing values | Missing |
Friends has 3 (5.4%) missing values | Missing |
Hobby has 3 (5.4%) missing values | Missing |
Love has 3 (5.4%) missing values | Missing |
Music has 3 (5.4%) missing values | Missing |
NightOut has 3 (5.4%) missing values | Missing |
Projects has 3 (5.4%) missing values | Missing |
School has 3 (5.4%) missing values | Missing |
SelfCare has 3 (5.4%) missing values | Missing |
Sleep has 3 (5.4%) missing values | Missing |
CaffeineCups has 11 (19.6%) missing values | Missing |
AlcoholDrinks has 11 (19.6%) missing values | Missing |
Stress has 11 (19.6%) missing values | Missing |
Sleepiness has 11 (19.6%) missing values | Missing |
PreviousNightMood has 19 (33.9%) missing values | Missing |
GeoLatitude has 11 (19.6%) missing values | Missing |
GeoLongitude has 11 (19.6%) missing values | Missing |
StressR7DM has 10 (17.9%) missing values | Missing |
SleepinessR7DM has 10 (17.9%) missing values | Missing |
Day is uniformly distributed | Uniform |
Date has unique values | Unique |
Mood_num has 4 (7.1%) zeros | Zeros |
Mood_bin_num has 23 (41.1%) zeros | Zeros |
Entertainment has 52 (92.9%) zeros | Zeros |
Exercise has 42 (75.0%) zeros | Zeros |
Family has 42 (75.0%) zeros | Zeros |
Food has 47 (83.9%) zeros | Zeros |
Friends has 30 (53.6%) zeros | Zeros |
Hobby has 50 (89.3%) zeros | Zeros |
Love has 44 (78.6%) zeros | Zeros |
Music has 52 (92.9%) zeros | Zeros |
NightOut has 50 (89.3%) zeros | Zeros |
Projects has 36 (64.3%) zeros | Zeros |
School has 21 (37.5%) zeros | Zeros |
SelfCare has 49 (87.5%) zeros | Zeros |
Sleep has 46 (82.1%) zeros | Zeros |
CaffeineCups has 39 (69.6%) zeros | Zeros |
AlcoholDrinks has 40 (71.4%) zeros | Zeros |
Stress has 2 (3.6%) zeros | Zeros |
GeoLatitude has 5 (8.9%) zeros | Zeros |
GeoLongitude has 5 (8.9%) zeros | Zeros |
AtHome has 48 (85.7%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-29 11:04:11.023629 |
|---|---|
| Analysis finished | 2022-11-29 11:05:50.217093 |
| Duration | 1 minute and 39.19 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 56 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 896.0 B |
| Minimum | 2022-10-01 00:00:00 |
|---|---|
| Maximum | 2022-11-25 00:00:00 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Memory size | 716.0 B |
| Good | |
|---|---|
| Okay | |
| Terrific | |
| Bad | |
| Terrible |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.811320755 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Okay |
|---|---|
| 2nd row | Bad |
| 3rd row | Terrific |
| 4th row | Terrific |
| 5th row | Okay |
Common Values
| Value | Count | Frequency (%) |
| Good | 22 | |
| Okay | 14 | |
| Terrific | 8 | 14.3% |
| Bad | 5 | 8.9% |
| Terrible | 4 | 7.1% |
| (Missing) | 3 | 5.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| good | 22 | |
| okay | 14 | |
| terrific | 8 | 15.1% |
| bad | 5 | 9.4% |
| terrible | 4 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Mood_num
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 5 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.471698113 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 4 |
| Zeros (%) | 7.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.102510659 |
|---|---|
| Coefficient of variation (CV) | 0.4460539308 |
| Kurtosis | 0.01508947288 |
| Mean | 2.471698113 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6860867097 |
| Sum | 131 |
| Variance | 1.215529753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 22 | |
| 2 | 14 | |
| 4 | 8 | 14.3% |
| 1 | 5 | 8.9% |
| 0 | 4 | 7.1% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 4 | 7.1% |
| 1 | 5 | 8.9% |
| 2 | 14 | |
| 3 | 22 | |
| 4 | 8 | 14.3% |
| Value | Count | Frequency (%) |
| 4 | 8 | 14.3% |
| 3 | 22 | |
| 2 | 14 | |
| 1 | 5 | 8.9% |
| 0 | 4 | 7.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Memory size | 628.0 B |
| Good | |
|---|---|
| Bad |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.566037736 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bad |
|---|---|
| 2nd row | Bad |
| 3rd row | Good |
| 4th row | Good |
| 5th row | Bad |
Common Values
| Value | Count | Frequency (%) |
| Good | 30 | |
| Bad | 23 | |
| (Missing) | 3 | 5.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| good | 30 | |
| bad | 23 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Mood_bin_num
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5660377358 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 23 |
| Zeros (%) | 41.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5003627131 |
|---|---|
| Coefficient of variation (CV) | 0.8839741266 |
| Kurtosis | -2.001800512 |
| Mean | 0.5660377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.2743108116 |
| Sum | 30 |
| Variance | 0.2503628447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 0 | 23 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 30 |
| Value | Count | Frequency (%) |
| 1 | 30 | |
| 0 | 23 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.02861635 |
| Minimum | 9.333333333 |
|---|---|
| Maximum | 23.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 9.333333333 |
|---|---|
| 5-th percentile | 14.85333333 |
| Q1 | 16.11666667 |
| median | 17.05 |
| Q3 | 20.3 |
| 95-th percentile | 22.88666667 |
| Maximum | 23.25 |
| Range | 13.91666667 |
| Interquartile range (IQR) | 4.183333333 |
Descriptive statistics
| Standard deviation | 2.938706794 |
|---|---|
| Coefficient of variation (CV) | 0.1630023479 |
| Kurtosis | 0.2629512044 |
| Mean | 18.02861635 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 0.01829521002 |
| Sum | 955.5166667 |
| Variance | 8.635997621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 4 | 7.1% |
| 16.11666667 | 3 | 5.4% |
| 16.06666667 | 2 | 3.6% |
| 17.78333333 | 1 | 1.8% |
| 16.08333333 | 1 | 1.8% |
| 15.93333333 | 1 | 1.8% |
| 16.81666667 | 1 | 1.8% |
| 18.83333333 | 1 | 1.8% |
| 13.53333333 | 1 | 1.8% |
| 16.4 | 1 | 1.8% |
| Other values (37) | 37 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 9.333333333 | 1 | 1.8% |
| 12.98333333 | 1 | 1.8% |
| 13.53333333 | 1 | 1.8% |
| 15.73333333 | 1 | 1.8% |
| 15.8 | 1 | 1.8% |
| 15.93333333 | 1 | 1.8% |
| 16 | 4 | |
| 16.06666667 | 2 | |
| 16.08333333 | 1 | 1.8% |
| 16.11666667 | 3 |
| Value | Count | Frequency (%) |
| 23.25 | 1 | |
| 23.18333333 | 1 | |
| 22.91666667 | 1 | |
| 22.86666667 | 1 | |
| 22.76666667 | 1 | |
| 22.73333333 | 1 | |
| 22.71666667 | 1 | |
| 22.15 | 1 | |
| 21.75 | 1 | |
| 21 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Memory size | 860.0 B |
| Monday | |
|---|---|
| Tuesday | |
| Saturday | |
| Sunday | |
| Wednesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.113207547 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Saturday |
|---|---|
| 2nd row | Sunday |
| 3rd row | Monday |
| 4th row | Tuesday |
| 5th row | Wednesday |
Common Values
| Value | Count | Frequency (%) |
| Monday | 8 | |
| Tuesday | 8 | |
| Saturday | 8 | |
| Sunday | 8 | |
| Wednesday | 7 | |
| Thursday | 7 | |
| Friday | 7 | |
| (Missing) | 3 | 5.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| monday | 8 | |
| tuesday | 8 | |
| saturday | 8 | |
| sunday | 8 | |
| wednesday | 7 | |
| thursday | 7 | |
| friday | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01886792453 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 52 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1373605639 |
|---|---|
| Coefficient of variation (CV) | 7.280109889 |
| Kurtosis | 53 |
| Mean | 0.01886792453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.280109889 |
| Sum | 1 |
| Variance | 0.01886792453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.8% |
| 0 | 52 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2075471698 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4094316213 |
|---|---|
| Coefficient of variation (CV) | 1.972715994 |
| Kurtosis | 0.2105423988 |
| Mean | 0.2075471698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.484602326 |
| Sum | 11 |
| Variance | 0.1676342525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 1 | 11 | 19.6% |
| 0 | 42 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2075471698 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42 |
| Zeros (%) | 75.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4094316213 |
|---|---|
| Coefficient of variation (CV) | 1.972715994 |
| Kurtosis | 0.2105423988 |
| Mean | 0.2075471698 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.484602326 |
| Sum | 11 |
| Variance | 0.1676342525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 1 | 11 | 19.6% |
| 0 | 42 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1132075472 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 47 |
| Zeros (%) | 83.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3198784239 |
|---|---|
| Coefficient of variation (CV) | 2.825592745 |
| Kurtosis | 4.484105131 |
| Mean | 0.1132075472 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.513209734 |
| Sum | 6 |
| Variance | 0.1023222061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 6 | 10.7% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 6 | 10.7% |
| Value | Count | Frequency (%) |
| 1 | 6 | 10.7% |
| 0 | 47 |
Friends
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4339622642 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 30 |
| Zeros (%) | 53.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5003627131 |
|---|---|
| Coefficient of variation (CV) | 1.15300973 |
| Kurtosis | -2.001800512 |
| Mean | 0.4339622642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2743108116 |
| Sum | 23 |
| Variance | 0.2503628447 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 23 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 23 |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 0 | 30 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05660377358 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 50 |
| Zeros (%) | 89.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.4 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2332953179 |
|---|---|
| Coefficient of variation (CV) | 4.121550617 |
| Kurtosis | 14.13665882 |
| Mean | 0.05660377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.950223415 |
| Sum | 3 |
| Variance | 0.05442670537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 1 | 3 | 5.4% |
| 0 | 50 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1698113208 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 44 |
| Zeros (%) | 78.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3790600245 |
|---|---|
| Coefficient of variation (CV) | 2.232242367 |
| Kurtosis | 1.326417112 |
| Mean | 0.1698113208 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.810463951 |
| Sum | 9 |
| Variance | 0.1436865022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 1 | 9 | 16.1% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 1 | 9 | 16.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | 16.1% |
| 0 | 44 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01886792453 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 52 |
| Zeros (%) | 92.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1373605639 |
|---|---|
| Coefficient of variation (CV) | 7.280109889 |
| Kurtosis | 53 |
| Mean | 0.01886792453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.280109889 |
| Sum | 1 |
| Variance | 0.01886792453 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 52 | |
| 1 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.8% |
| 0 | 52 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05660377358 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 50 |
| Zeros (%) | 89.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.4 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2332953179 |
|---|---|
| Coefficient of variation (CV) | 4.121550617 |
| Kurtosis | 14.13665882 |
| Mean | 0.05660377358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.950223415 |
| Sum | 3 |
| Variance | 0.05442670537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 50 | |
| 1 | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 1 | 3 | 5.4% |
| 0 | 50 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.320754717 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 36 |
| Zeros (%) | 64.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4712334431 |
|---|---|
| Coefficient of variation (CV) | 1.469139558 |
| Kurtosis | -1.430449827 |
| Mean | 0.320754717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7905827251 |
| Sum | 17 |
| Variance | 0.2220609579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 17 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 36 | |
| 1 | 17 |
| Value | Count | Frequency (%) |
| 1 | 17 | |
| 0 | 36 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6037735849 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 21 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4937931146 |
|---|---|
| Coefficient of variation (CV) | 0.8178448461 |
| Kurtosis | -1.881722689 |
| Mean | 0.6037735849 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.4367948198 |
| Sum | 32 |
| Variance | 0.2438316401 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 32 | |
| 0 | 21 | |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 1 | 32 |
| Value | Count | Frequency (%) |
| 1 | 32 | |
| 0 | 21 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07547169811 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 49 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2666787612 |
|---|---|
| Coefficient of variation (CV) | 3.533493586 |
| Kurtosis | 9.29695078 |
| Mean | 0.07547169811 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.308673466 |
| Sum | 4 |
| Variance | 0.07111756168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 4 | 7.1% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 49 | |
| 1 | 4 | 7.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | 7.1% |
| 0 | 49 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 3 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1320754717 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 46 |
| Zeros (%) | 82.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3418128058 |
|---|---|
| Coefficient of variation (CV) | 2.588011244 |
| Kurtosis | 3.121519912 |
| Mean | 0.1320754717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.237206651 |
| Sum | 7 |
| Variance | 0.1168359942 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 7 | 12.5% |
| (Missing) | 3 | 5.4% |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 7 | 12.5% |
| Value | Count | Frequency (%) |
| 1 | 7 | 12.5% |
| 0 | 46 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1333333333 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 39 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3437758255 |
|---|---|
| Coefficient of variation (CV) | 2.578318691 |
| Kurtosis | 3.120368004 |
| Mean | 0.1333333333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.232390423 |
| Sum | 6 |
| Variance | 0.1181818182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 6 | 10.7% |
| (Missing) | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 6 | 10.7% |
| Value | Count | Frequency (%) |
| 1 | 6 | 10.7% |
| 0 | 39 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 40 |
| Zeros (%) | 71.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.8 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6252272314 |
|---|---|
| Coefficient of variation (CV) | 3.126136157 |
| Kurtosis | 10.99171861 |
| Mean | 0.2 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.339834951 |
| Sum | 9 |
| Variance | 0.3909090909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 2 | 3.6% |
| 2 | 2 | 3.6% |
| 3 | 1 | 1.8% |
| (Missing) | 11 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 2 | 3.6% |
| 2 | 2 | 3.6% |
| 3 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 3 | 1 | 1.8% |
| 2 | 2 | 3.6% |
| 1 | 2 | 3.6% |
| 0 | 40 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2906666667 |
| Minimum | 0 |
|---|---|
| Maximum | 0.84 |
| Zeros | 2 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.048 |
| Q1 | 0.16 |
| median | 0.24 |
| Q3 | 0.4 |
| 95-th percentile | 0.552 |
| Maximum | 0.84 |
| Range | 0.84 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.1750636248 |
|---|---|
| Coefficient of variation (CV) | 0.6022831128 |
| Kurtosis | 0.9083290513 |
| Mean | 0.2906666667 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | 0.7940941975 |
| Sum | 13.08 |
| Variance | 0.03064727273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.16 | 8 | |
| 0.24 | 6 | |
| 0.36 | 4 | 7.1% |
| 0.32 | 3 | 5.4% |
| 0.12 | 3 | 5.4% |
| 0.28 | 3 | 5.4% |
| 0.52 | 3 | 5.4% |
| 0.2 | 2 | 3.6% |
| 0 | 2 | 3.6% |
| 0.4 | 2 | 3.6% |
| Other values (7) | 9 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0 | 2 | 3.6% |
| 0.04 | 1 | 1.8% |
| 0.08 | 1 | 1.8% |
| 0.12 | 3 | 5.4% |
| 0.16 | 8 | |
| 0.2 | 2 | 3.6% |
| 0.24 | 6 | |
| 0.28 | 3 | 5.4% |
| 0.32 | 3 | 5.4% |
| 0.36 | 4 |
| Value | Count | Frequency (%) |
| 0.84 | 1 | 1.8% |
| 0.64 | 1 | 1.8% |
| 0.56 | 1 | 1.8% |
| 0.52 | 3 | |
| 0.48 | 2 | |
| 0.44 | 2 | |
| 0.4 | 2 | |
| 0.36 | 4 | |
| 0.32 | 3 | |
| 0.28 | 3 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4808888889 |
| Minimum | 0.12 |
|---|---|
| Maximum | 0.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 0.168 |
| Q1 | 0.36 |
| median | 0.44 |
| Q3 | 0.6 |
| 95-th percentile | 0.864 |
| Maximum | 0.96 |
| Range | 0.84 |
| Interquartile range (IQR) | 0.24 |
Descriptive statistics
| Standard deviation | 0.2086299706 |
|---|---|
| Coefficient of variation (CV) | 0.4338423604 |
| Kurtosis | -0.4650315186 |
| Mean | 0.4808888889 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | 0.355903593 |
| Sum | 21.64 |
| Variance | 0.04352646465 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.44 | 6 | |
| 0.56 | 5 | |
| 0.4 | 5 | |
| 0.28 | 4 | 7.1% |
| 0.2 | 3 | 5.4% |
| 0.36 | 3 | 5.4% |
| 0.68 | 3 | 5.4% |
| 0.16 | 2 | 3.6% |
| 0.88 | 2 | 3.6% |
| 0.6 | 2 | 3.6% |
| Other values (9) | 10 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0.12 | 1 | 1.8% |
| 0.16 | 2 | 3.6% |
| 0.2 | 3 | |
| 0.28 | 4 | |
| 0.32 | 1 | 1.8% |
| 0.36 | 3 | |
| 0.4 | 5 | |
| 0.44 | 6 | |
| 0.48 | 1 | 1.8% |
| 0.52 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 0.96 | 1 | 1.8% |
| 0.88 | 2 | 3.6% |
| 0.8 | 1 | 1.8% |
| 0.76 | 2 | 3.6% |
| 0.72 | 1 | 1.8% |
| 0.68 | 3 | |
| 0.64 | 1 | 1.8% |
| 0.6 | 2 | 3.6% |
| 0.56 | 5 | |
| 0.52 | 1 | 1.8% |
| Distinct | 15 |
|---|---|
| Distinct (%) | 40.5% |
| Missing | 19 |
| Missing (%) | 33.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.02702703 |
| Minimum | 8 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8.8 |
| Q1 | 11 |
| median | 15 |
| Q3 | 18 |
| 95-th percentile | 23.2 |
| Maximum | 24 |
| Range | 16 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.46894523 |
|---|---|
| Coefficient of variation (CV) | 0.2973938373 |
| Kurtosis | -0.550457101 |
| Mean | 15.02702703 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.447034446 |
| Sum | 556 |
| Variance | 19.97147147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 7 | 12.5% |
| 15 | 5 | 8.9% |
| 13 | 3 | 5.4% |
| 18 | 3 | 5.4% |
| 16 | 3 | 5.4% |
| 8 | 2 | 3.6% |
| 24 | 2 | 3.6% |
| 17 | 2 | 3.6% |
| 22 | 2 | 3.6% |
| 9 | 2 | 3.6% |
| Other values (5) | 6 | 10.7% |
| (Missing) | 19 |
| Value | Count | Frequency (%) |
| 8 | 2 | 3.6% |
| 9 | 2 | 3.6% |
| 11 | 7 | |
| 12 | 1 | 1.8% |
| 13 | 3 | |
| 14 | 2 | 3.6% |
| 15 | 5 | |
| 16 | 3 | |
| 17 | 2 | 3.6% |
| 18 | 3 |
| Value | Count | Frequency (%) |
| 24 | 2 | 3.6% |
| 23 | 1 | 1.8% |
| 22 | 2 | 3.6% |
| 21 | 1 | 1.8% |
| 19 | 1 | 1.8% |
| 18 | 3 | |
| 17 | 2 | 3.6% |
| 16 | 3 | |
| 15 | 5 | |
| 14 | 2 | 3.6% |
GeoLatitude
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 21 |
|---|---|
| Distinct (%) | 46.7% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.52258714 |
| Minimum | 0 |
|---|---|
| Maximum | 53.78028447 |
| Zeros | 5 |
| Zeros (%) | 8.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 53.38352773 |
| median | 53.38357832 |
| Q3 | 53.38357832 |
| 95-th percentile | 53.78026661 |
| Maximum | 53.78028447 |
| Range | 53.78028447 |
| Interquartile range (IQR) | 5.059 × 10-5 |
Descriptive statistics
| Standard deviation | 16.99230175 |
|---|---|
| Coefficient of variation (CV) | 0.3575626408 |
| Kurtosis | 4.767905729 |
| Mean | 47.52258714 |
| Median Absolute Deviation (MAD) | 5.059 × 10-5 |
| Skewness | -2.560652251 |
| Sum | 2138.516421 |
| Variance | 288.7383189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.38357832 | 18 | |
| 0 | 5 | 8.9% |
| 53.38352773 | 4 | 7.1% |
| 53.38346404 | 1 | 1.8% |
| 53.38348901 | 1 | 1.8% |
| 53.78018372 | 1 | 1.8% |
| 53.38352712 | 1 | 1.8% |
| 53.38352775 | 1 | 1.8% |
| 53.38355622 | 1 | 1.8% |
| 53.38346637 | 1 | 1.8% |
| Other values (11) | 11 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 53.38345268 | 1 | 1.8% |
| 53.38346404 | 1 | 1.8% |
| 53.38346637 | 1 | 1.8% |
| 53.38348901 | 1 | 1.8% |
| 53.38352712 | 1 | 1.8% |
| 53.38352773 | 4 | |
| 53.38352775 | 1 | 1.8% |
| 53.38355111 | 1 | 1.8% |
| 53.38355622 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 53.78028447 | 1 | |
| 53.78026785 | 1 | |
| 53.78026754 | 1 | |
| 53.78026288 | 1 | |
| 53.78026001 | 1 | |
| 53.78018372 | 1 | |
| 53.78017703 | 1 | |
| 53.78012492 | 1 | |
| 53.38445927 | 1 | |
| 53.38357877 | 1 |
GeoLongitude
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 22 |
|---|---|
| Distinct (%) | 48.9% |
| Missing | 11 |
| Missing (%) | 19.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.778020817 |
| Minimum | -7.46957665 |
|---|---|
| Maximum | 0 |
| Zeros | 5 |
| Zeros (%) | 8.9% |
| Negative | 40 |
| Negative (%) | 71.4% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | -7.46957665 |
|---|---|
| 5-th percentile | -7.469355483 |
| Q1 | -6.258099324 |
| median | -6.258099324 |
| Q3 | -6.257778772 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 7.46957665 |
| Interquartile range (IQR) | 0.000320552 |
Descriptive statistics
| Standard deviation | 2.11694638 |
|---|---|
| Coefficient of variation (CV) | -0.3663791542 |
| Kurtosis | 4.099642159 |
| Mean | -5.778020817 |
| Median Absolute Deviation (MAD) | 0.000320518 |
| Skewness | 2.312166097 |
| Sum | -260.0109368 |
| Variance | 4.481461975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -6.258099324 | 18 | |
| 0 | 5 | 8.9% |
| -6.257778806 | 3 | 5.4% |
| -6.257524122 | 1 | 1.8% |
| -6.2597022 | 1 | 1.8% |
| -6.257778772 | 1 | 1.8% |
| -7.469236963 | 1 | 1.8% |
| -6.257778515 | 1 | 1.8% |
| -6.257781271 | 1 | 1.8% |
| -6.258027506 | 1 | 1.8% |
| Other values (12) | 12 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| -7.46957665 | 1 | |
| -7.469441862 | 1 | |
| -7.469372498 | 1 | |
| -7.469287422 | 1 | |
| -7.469253996 | 1 | |
| -7.469248397 | 1 | |
| -7.46923887 | 1 | |
| -7.469236963 | 1 | |
| -6.2597022 | 1 | |
| -6.258099767 | 1 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| -6.257524122 | 1 | 1.8% |
| -6.257560964 | 1 | 1.8% |
| -6.257571666 | 1 | 1.8% |
| -6.257618053 | 1 | 1.8% |
| -6.257713025 | 1 | 1.8% |
| -6.257778515 | 1 | 1.8% |
| -6.257778772 | 1 | 1.8% |
| -6.257778806 | 3 | |
| -6.257781271 | 1 | 1.8% |
| Distinct | 38 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 10 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2954016563 |
| Minimum | 0.2171428571 |
|---|---|
| Maximum | 0.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0.2171428571 |
|---|---|
| 5-th percentile | 0.2289285714 |
| Q1 | 0.2578571429 |
| median | 0.2883333333 |
| Q3 | 0.3334285714 |
| 95-th percentile | 0.3871428571 |
| Maximum | 0.43 |
| Range | 0.2128571429 |
| Interquartile range (IQR) | 0.07557142857 |
Descriptive statistics
| Standard deviation | 0.05055461478 |
|---|---|
| Coefficient of variation (CV) | 0.1711385624 |
| Kurtosis | -0.1002169023 |
| Mean | 0.2954016563 |
| Median Absolute Deviation (MAD) | 0.035 |
| Skewness | 0.6729420828 |
| Sum | 13.58847619 |
| Variance | 0.002555769076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2914285714 | 2 | 3.6% |
| 0.2666666667 | 2 | 3.6% |
| 0.2466666667 | 2 | 3.6% |
| 0.2866666667 | 2 | 3.6% |
| 0.2685714286 | 2 | 3.6% |
| 0.2533333333 | 2 | 3.6% |
| 0.336 | 2 | 3.6% |
| 0.3066666667 | 2 | 3.6% |
| 0.3028571429 | 1 | 1.8% |
| 0.2857142857 | 1 | 1.8% |
| Other values (28) | 28 | |
| (Missing) | 10 | 17.9% |
| Value | Count | Frequency (%) |
| 0.2171428571 | 1 | |
| 0.22 | 1 | |
| 0.2285714286 | 1 | |
| 0.23 | 1 | |
| 0.2342857143 | 1 | |
| 0.24 | 1 | |
| 0.2466666667 | 2 | |
| 0.2514285714 | 1 | |
| 0.2533333333 | 2 | |
| 0.2571428571 | 1 |
| Value | Count | Frequency (%) |
| 0.43 | 1 | |
| 0.39 | 1 | |
| 0.3885714286 | 1 | |
| 0.3828571429 | 1 | |
| 0.376 | 1 | |
| 0.36 | 1 | |
| 0.3533333333 | 1 | |
| 0.35 | 1 | |
| 0.3466666667 | 1 | |
| 0.3428571429 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 10 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4857453416 |
| Minimum | 0.3485714286 |
|---|---|
| Maximum | 0.6866666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 896.0 B |
Quantile statistics
| Minimum | 0.3485714286 |
|---|---|
| 5-th percentile | 0.3616666667 |
| Q1 | 0.3964285714 |
| median | 0.4564285714 |
| Q3 | 0.5745238095 |
| 95-th percentile | 0.6571428571 |
| Maximum | 0.6866666667 |
| Range | 0.3380952381 |
| Interquartile range (IQR) | 0.1780952381 |
Descriptive statistics
| Standard deviation | 0.1023493325 |
|---|---|
| Coefficient of variation (CV) | 0.2107057417 |
| Kurtosis | -1.003790074 |
| Mean | 0.4857453416 |
| Median Absolute Deviation (MAD) | 0.07442857143 |
| Skewness | 0.5173229513 |
| Sum | 22.34428571 |
| Variance | 0.01047538586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3866666667 | 2 | 3.6% |
| 0.6333333333 | 1 | 1.8% |
| 0.5533333333 | 1 | 1.8% |
| 0.6 | 1 | 1.8% |
| 0.5666666667 | 1 | 1.8% |
| 0.6114285714 | 1 | 1.8% |
| 0.6571428571 | 1 | 1.8% |
| 0.6571428571 | 1 | 1.8% |
| 0.6857142857 | 1 | 1.8% |
| 0.6866666667 | 1 | 1.8% |
| Other values (35) | 35 | |
| (Missing) | 10 | 17.9% |
| Value | Count | Frequency (%) |
| 0.3485714286 | 1 | |
| 0.3542857143 | 1 | |
| 0.36 | 1 | |
| 0.3666666667 | 1 | |
| 0.37 | 1 | |
| 0.3714285714 | 1 | |
| 0.3733333333 | 1 | |
| 0.38 | 1 | |
| 0.384 | 1 | |
| 0.3866666667 | 2 |
| Value | Count | Frequency (%) |
| 0.6866666667 | 1 | |
| 0.6857142857 | 1 | |
| 0.6571428571 | 1 | |
| 0.6571428571 | 1 | |
| 0.6533333333 | 1 | |
| 0.6333333333 | 1 | |
| 0.616 | 1 | |
| 0.6114285714 | 1 | |
| 0.6 | 1 | |
| 0.59 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1428571429 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 48 |
| Zeros (%) | 85.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 672.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3530939318 |
|---|---|
| Coefficient of variation (CV) | 2.471657523 |
| Kurtosis | 2.488644305 |
| Mean | 0.1428571429 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.097857465 |
| Sum | 8 |
| Variance | 0.1246753247 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 8 | 14.3% |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 8 | 14.3% |
| Value | Count | Frequency (%) |
| 1 | 8 | 14.3% |
| 0 | 48 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Date | Mood | Mood_num | Mood_bin | Mood_bin_num | Time | Day | Entertainment | Exercise | Family | Food | Friends | Hobby | Love | Music | NightOut | Projects | School | SelfCare | Sleep | CaffeineCups | AlcoholDrinks | Stress | Sleepiness | PreviousNightMood | GeoLatitude | GeoLongitude | StressR7DM | SleepinessR7DM | AtHome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-10-01 | Okay | 2.0 | Bad | 0.0 | 16.200000 | Saturday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.16 | 0.16 | NaN | 53.780268 | -7.469254 | NaN | NaN | 1 |
| 1 | 2022-10-02 | Bad | 1.0 | Bad | 0.0 | 20.750000 | Sunday | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.24 | 0.44 | NaN | 53.780260 | -7.469239 | NaN | NaN | 1 |
| 2 | 2022-10-03 | Terrific | 4.0 | Good | 1.0 | 18.350000 | Monday | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.52 | 0.56 | NaN | 53.780263 | -7.469287 | NaN | NaN | 1 |
| 3 | 2022-10-04 | Terrific | 4.0 | Good | 1.0 | 22.733333 | Tuesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.24 | 0.32 | NaN | 53.383453 | -6.257561 | 0.290000 | 0.370000 | 0 |
| 4 | 2022-10-05 | Okay | 2.0 | Bad | 0.0 | 22.150000 | Wednesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.16 | 0.44 | NaN | 53.383464 | -6.257524 | 0.264000 | 0.384000 | 0 |
| 5 | 2022-10-06 | Terrible | 0.0 | Bad | 0.0 | 16.350000 | Thursday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.52 | 0.40 | NaN | 53.383489 | -6.257713 | 0.306667 | 0.386667 | 0 |
| 6 | 2022-10-07 | Good | 3.0 | Good | 1.0 | 17.316667 | Friday | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.306667 | 0.386667 | 0 |
| 7 | 2022-10-08 | Good | 3.0 | Good | 1.0 | 18.866667 | Saturday | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.336000 | 0.432000 | 0 |
| 8 | 2022-10-09 | Bad | 1.0 | Bad | 0.0 | 22.916667 | Sunday | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.24 | 0.40 | NaN | 53.780268 | -7.469248 | 0.336000 | 0.424000 | 1 |
| 9 | 2022-10-10 | Bad | 1.0 | Bad | 0.0 | 12.983333 | Monday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.64 | 0.64 | NaN | 53.383551 | -6.257618 | 0.360000 | 0.440000 | 0 |
Last rows
| Date | Mood | Mood_num | Mood_bin | Mood_bin_num | Time | Day | Entertainment | Exercise | Family | Food | Friends | Hobby | Love | Music | NightOut | Projects | School | SelfCare | Sleep | CaffeineCups | AlcoholDrinks | Stress | Sleepiness | PreviousNightMood | GeoLatitude | GeoLongitude | StressR7DM | SleepinessR7DM | AtHome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | 2022-11-16 | Okay | 2.0 | Bad | 0.0 | 17.050000 | Wednesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.36 | 0.12 | 18.0 | 53.383466 | -6.257572 | 0.260000 | 0.506667 | 0 |
| 47 | 2022-11-17 | Okay | 2.0 | Bad | 0.0 | 16.233333 | Thursday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.20 | 0.44 | 16.0 | 53.383556 | -6.258028 | 0.286667 | 0.433333 | 0 |
| 48 | 2022-11-18 | Terrific | 4.0 | Good | 1.0 | 20.816667 | Friday | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.12 | 0.20 | 22.0 | 53.383528 | -6.257781 | 0.280000 | 0.393333 | 0 |
| 49 | 2022-11-19 | Good | 3.0 | Good | 1.0 | 20.266667 | Saturday | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.36 | 0.76 | 11.0 | 53.383527 | -6.257779 | 0.246667 | 0.360000 | 0 |
| 50 | 2022-11-20 | Okay | 2.0 | Bad | 0.0 | 16.183333 | Sunday | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.52 | 0.28 | 11.0 | 53.780184 | -7.469237 | 0.285714 | 0.348571 | 1 |
| 51 | 2022-11-21 | Bad | 1.0 | Bad | 0.0 | 20.633333 | Monday | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.40 | 0.40 | 11.0 | 53.383528 | -6.257779 | 0.302857 | 0.354286 | 0 |
| 52 | 2022-11-22 | Okay | 2.0 | Bad | 0.0 | 19.016667 | Tuesday | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32 | 0.80 | 11.0 | 0.000000 | 0.000000 | 0.325714 | 0.428571 | 0 |
| 53 | 2022-11-23 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.48 | 0.20 | 9.0 | 53.383528 | -6.257779 | 0.342857 | 0.440000 | 0 |
| 54 | 2022-11-24 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.48 | 0.68 | 15.0 | 53.383528 | -6.257779 | 0.382857 | 0.474286 | 0 |
| 55 | 2022-11-25 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.0 | 0.16 | 0.28 | 15.0 | 53.383528 | -6.257779 | 0.388571 | 0.485714 | 0 |